import numpy as np
import cv2
import os
from matplotlib import pyplot as plt

# Load an color image in grayscale
img = cv2.imread(os.path.join(os.getcwd(), "./res/bwg.png"), 0)
imgEq = cv2.equalizeHist(img)

cv2.imshow('in',img)
cv2.imshow('out',imgEq)

hist = cv2.calcHist([img], [0], None, [256], [0,256])
histEq = cv2.calcHist([imgEq], [0], None, [256], [0,256])


# show the plotting graph of an image
plt.plot(hist)
plt.plot(histEq)
plt.show()

cv2.waitKey(0)
cv2.destroyAllWindows()